Machine Learning Based Air Traffic Surveillance System Using Image Processing - Hardcover

Pandey, Jay Kumar

Hardcover

ISBN 10: 1805920634 ISBN 13: 9781805920632

Verlag: Emerald Group Publishing Limited, 2026

Inhaltsangabe

Machine Learning Based Air Traffic Surveillance System Using Image Processing analyses how advanced machine learning algorithms and image processing technologies are revolutionising air-traffic management. By integrating real-time visual data analysis with sophisticated artificial intelligence techniques, this book highlights the potential to enhance situational awareness, safety, and efficiency in managing increasingly complex and congested airspaces. It delves into the use of convolutional neural networks (CNNs) and deep learning models to identify, track, and analyse aircraft movements, offering precise and actionable insights for air-traffic controllers. This comprehensive resource combines theoretical foundations with practical applications, including real-world case studies and discussions on system implementation. It addresses critical aspects such as object detection, anomaly identification, and trajectory prediction, alongside regulatory, ethical, and cybersecurity considerations. With its blend of cutting-edge research and practical insights, this book is an invaluable guide for professionals, researchers, and students in aerospace engineering, artificial intelligence, and computer vision, providing a roadmap for advancing air-traffic surveillance and management in the era of intelligent systems.

Über diesen Titel

Über die Autorin bzw. den Autor

Jay Kumar Pandey is an Assistant Professor in the Department of Electrical and Electronics Engineering at Shri Ramswaroop Memorial University, India. Mritunjay Rai is an Assistant Professor in the Department of Electrical and Electronics Engineering at Shri Ramswaroop Memorial University, India. Faizan Ahmad is a Lecturer in Computer Science and/or Games Development at Cardiff School of Technologies, Cardiff Metropolitan University, UK.

Details zur Ausgabe

• Verlag: Emerald Group Publishing Limited
• Erscheinungsdatum: 2026
• Sprache: Englisch
• ISBN 10: 1805920634
• ISBN 13: 9781805920632
• Einband: Gebundene Ausgabe
• Anzahl der Seiten: 320
• Herausgeber: Rai Mritunjay, Ahmad Faizan
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: Faboplay; mail@faboplay.de; ; Zum Schützenplatz 11A; Dissen a.T.W.; 49201; Deutschland